Research Interests
My primary area of research centers around data management, especially about ethical concerns including fairness, transparency, explainability, and the social impact of the algorithms in data-driven systems. I am interested in designing algorithms for mitigating undesirable outcomes from automatic decision-making processes and developing tools to apply these algorithms in different applications.
Research Centers, Labs, and Groups
Visualization and Data Analytics Center
ViDA consists of computer scientists who work closely with domain experts to apply the latest advances in computing to problems of critical societal importance, and simultaneously generate hypotheses and methods that new data demands.
